Polygenic Risk, Fitness, and Obesity in the Coronary Artery Risk Development in Young Adults (CARDIA) Study
Venkatesh L. Murthy,Rui Xia,Abigail S. Baldridge,Mercedes R. Carnethon,Stephen Sidney,Claude Bouchard,Mark A. Sarzynski,Joao A.C. Lima,Gregory D. Lewis,Sanjiv J. Shah,Myriam Fornage,Ravi V. Shah +11 more
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TLDR
Cardiorespiratory fitness in young adulthood and a PRS are modestly associated with midlife BMI, although future BMI is associated with BMI inYoung adulthood, and models that included baseline BMI and surveillance of BMI over time were better in predicting BMI at year 25 compared with the PRS.Abstract:
Importance Obesity is a major determinant of disease burden worldwide. Polygenic risk scores (PRSs) have been posited as key predictors of obesity. How a PRS can be translated to the clinical encounter (especially in the context of fitness, activity, and parental history of overweight) remains unclear. Objective To quantify the relative importance of a PRS, fitness, activity, parental history of overweight, and body mass index (BMI) (calculated as weight in kilograms divided by height in meters squared) in young adulthood on BMI trends over 25 years. Design, Setting, and Participants This population-based prospective cohort study at 4 US centers included white individuals and black individuals with assessments of polygenic risk of obesity, fitness, activity, and BMI in young adulthood (in their 20s) and up to 25 years of follow-up. Data collected between March 1985 and August 2011 were analyzed from April 25, 2019, to September 29, 2019. Main Outcomes and Measures Body mass index at the initial visit and 25 years later. Results This study evaluated an obesity PRS from a recently reported study of 1608 white individuals (848 women [52.7%]) and 909 black individuals (548 women [60.3%]) across the United States. At baseline (year 0), mean (SD) overall BMI was 24.2 (4.5), which increased to 29.6 (6.9) at year 25. Among white individuals, the PRS (combined with age, sex, self-reported parental history of overweight, and principal components of ancestry) explained 11.9% (at year 0) and 13.6% (at year 25) of variation in BMI. Although the addition of fitness increased the explanatory capability of the model (24.0% variance at baseline and up to 18.1% variance in BMI at year 25), baseline BMI in young adulthood was the strongest factor, explaining 52.3% of BMI in midlife in combination with age, sex, and self-reported parental history of overweight. Accordingly, models that included baseline BMI (especially BMI surveillance over time) were better in predicting BMI at year 25 compared with the PRS. In fully adjusted models, the effect sizes for fitness and the PRS on BMI were comparable in opposing directions. The added explanatory capacity of the PRS among black individuals was lower than among white individuals. Among white individuals, addition of baseline BMI and surveillance of BMI over time was associated with improved precision of predicted BMI at year 25 (mean error in predicted BMI 0 kg/m2[95% CI, −11.4 to 11.4] to 0 kg/m2[95% CI, −8.5 to 8.5] for baseline BMI and mean error 0 kg/m2[95% CI, −5.3 to 5.3] for BMI surveillance). Conclusions and Relevance Cardiorespiratory fitness in young adulthood and a PRS are modestly associated with midlife BMI, although future BMI is associated with BMI in young adulthood. Fitness has a comparable association with future BMI as does the PRS. Caution should be exercised in the widespread use of polygenic risk for obesity prevention in adults, and close clinical surveillance and fitness may have prime roles in limiting the adverse consequences of elevated BMI on health.read more
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Learning one’s genetic risk changes physiology independent of actual genetic risk
TL;DR: Randomly informing people that they had a high or low genetic risk of obesity changed their gene-related physiology and subjective experience in a manner consistent with the perceived risk, regardless of their actual genetic risk.
Journal ArticleDOI
The Coronary Artery Risk Development In Young Adults (CARDIA) Study: JACC Focus Seminar 8/8.
Donald M. Lloyd-Jones,Cora E. Lewis,Pamela J. Schreiner,James M. Shikany,Stephen Sidney,Jared P. Reis +5 more
TL;DR: The CARDIA (Coronary Artery Risk Development in Young Adults) study as mentioned in this paper was the first study to investigate the relationship between the neighborhood environment and the evolution of lifestyle behaviors with biological risk factors, subclinical disease, and early clinical events.
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Six-Year Diabetes Incidence After Genetic Risk Testing and Counseling: A Randomized Clinical Trial.
TL;DR: It is demonstrated in the Genetic Counseling/Lifestyle Change (GC/LC) Study that learning one’s genetic risk did not impact short-term weight loss or behavior change motivation among participants in a diabetes prevention program.
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Precision medicine in follicular lymphoma: Focus on predictive biomarkers.
TL;DR: The importance of assessing the potential predictiveness of available biomarkers to improve patient care is underscored but also that there is a long road ahead before reaching their broad implementation due to remaining scientific, technological, and economic hurdles.
Journal ArticleDOI
Dietary metabolic signatures and cardiometabolic risk.
Ravi V. Shah,Lyn M. Steffen,Matthew Nayor,Jared P. Reis,David R. Jacobs,Norrina B. Allen,Donald M. Lloyd-Jones,Katie A. Meyer,Joanne B. Cole,Paolo Piaggi,Ramachandran S. Vasan,Clary B. Clish,Venkatesh L. Murthy +12 more
TL;DR: In this paper, a machine learning approach was used to identify individual metabolic patterns related to diet and relation to long-term CM-CVD in early adulthood in 2259 White and Black adults (age 32.1 ± 3.6 years, 45% women, 44% Black) in the Coronary Artery Risk Development in Young Adults (CARDIA) study.
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TL;DR: A genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals provide strong support for a role of the central nervous system in obesity susceptibility.
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TL;DR: This paper conducted a genome-wide association study and meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals.
Journal ArticleDOI
Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index
Elizabeth K. Speliotes,Elizabeth K. Speliotes,Cristen J. Willer,Sonja I. Berndt,Keri L. Monda,Gudmar Thorleifsson,Anne U. Jackson,Hana Lango Allen,Cecilia M. Lindgren,Jian'an Luan,Reedik Maegi,Joshua C. Randall,Sailaja Vedantam,Thomas W. Winkler,Lu Qi,Lu Qi,Tsegaselassie Workalemahu,Iris M. Heid,Valgerdur Steinthorsdottir,Heather M. Stringham,Michael N. Weedon,Eleanor Wheeler,Andrew R. Wood,Teresa Ferreira,Robert J. Weyant,Ayellet V. Segrè,Ayellet V. Segrè,Karol Estrada,Liming Liang,James Nemesh,James Nemesh,Ju-Hyun Park,Stefan Gustafsson,Tuomas O. Kilpelaenen,Jian Yang,Nabila Bouatia-Naji,Nabila Bouatia-Naji,Tõnu Esko,Mary F. Feitosa,Zoltán Kutalik,Massimo Mangino,Soumya Raychaudhuri,Soumya Raychaudhuri,Soumya Raychaudhuri,André Scherag,Albert V. Smith,Ryan P. Welch,Jing Hua Zhao,Katja K.H. Aben,Devin Absher,Najaf Amin,Anna L. Dixon,Eva Fisher,Nicole L. Glazer,Michael E. Goddard,Nancy L. Heard-Costa,Volker Hoesel,Jouke-Jan Hottenga,Åsa Johansson,Åsa Johansson,Toby Johnson,Shamika Ketkar,Claudia Lamina,Shengxu Li,Miriam F. Moffatt,Richard H. Myers,Narisu Narisu,John R. B. Perry,Marjolein Peters,Michael Preuss,Samuli Ripatti,Fernando Rivadeneira,Camilla H. Sandholt,Laura J. Scott,Nicholas J. Timpson,Jonathan Tyrer,Sophie van Wingerden,Richard M. Watanabe,Charles C. White,Fredrik Wiklund,Christina Barlassina,Daniel I. Chasman,Daniel I. Chasman,Mark E. Cooper,John-Olov Jansson,Robert Lawrence,Niina Pellikka,Inga Prokopenko,Jianxin Shi,Elisabeth Thiering,Helene Alavere,Maria Teresa Sciarrone Alibrandi,Peter Almgren,Alice M. Arnold,Thor Aspelund,Larry D. Atwood,Beverley Balkau,Anthony J. Balmforth,Amanda J. Bennett,Yoav Ben-Shlomo,Richard N. Bergman,Sven Bergmann,Heike Biebermann,Alexandra I. F. Blakemore,Tanja Boes,Lori L. Bonnycastle,Stefan R. Bornstein,Morris Brown,Thomas A. Buchanan,Fabio Busonero,Harry Campbell,Francesco P. Cappuccio,Christine Cavalcanti-Proença,Christine Cavalcanti-Proença,Yii-Der Ida Chen,Chih-Mei Chen,Peter S. Chines,Robert Clarke,Lachlan J. M. Coin,John M. C. Connell,Ian N. M. Day,Martin den Heijer,Jubao Duan,Shah Ebrahim,Paul Elliott,Roberto Elosua,Gudny Eiriksdottir,Michael R. Erdos,Johan G. Eriksson,Maurizio F. Facheris,Stephan B. Felix,Pamela Fischer-Posovszky,Aaron R. Folsom,Aaron R. Folsom,Nele Friedrich,Nelson B. Freimer,Mao Fu,Stefan Gaget,Stefan Gaget,Pablo V. Gejman,Eco J. C. de Geus,Christian Gieger,Anette P. Gjesing,Anuj Goel,Philippe Goyette,Harald Grallert,Juergen Graessler,Danielle M. Greenawalt,Christopher J. Groves,Vilmundur Gudnason,Candace Guiducci,Anna-Liisa Hartikainen,Neelam Hassanali,Alistair S. Hall,Aki S. Havulinna,Caroline Hayward,Andrew C. Heath,Christian Hengstenberg,Andrew A. Hicks,Anke Hinney,Albert Hofman,Georg Homuth,Jennie Hui,Wilmar Igl,Carlos Iribarren,Carlos Iribarren,Bo Isomaa,Kevin B. Jacobs,Ivonne Jarick,Elizabeth S. Jewell,Ulrich John,Torben Jørgensen,Pekka Jousilahti,Antti Jula,Marika Kaakinen,Eero Kajantie,Lee M. Kaplan,Sekar Kathiresan,Johannes Kettunen,Leena Kinnunen,Joshua W. Knowles,Ivana Kolcic,Inke R. Koenig,Seppo Koskinen,Peter Kovacs,Johanna Kuusisto,Peter Kraft,Kirsti Kvaløy,Jaana Laitinen,Olivier Lantieri,Chiara Lanzani,Lenore J. Launer,Cécile Lecoeur,Cécile Lecoeur,Terho Lehtimaeki,Guillaume Lettre,Guillaume Lettre,Jianjun Liu,Marja-Liisa Lokki,Mattias Lorentzon,Robert Luben,Barbara Ludwig,Paolo Manunta,Diana Marek,Michel Marre,Nicholas G. Martin,Wendy L. McArdle,Anne McCarthy,Barbara McKnight,Thomas Meitinger,Olle Melander,David Meyre,David Meyre,Kristian Midthjell,Grant W. Montgomery,Mario A. Morken,Andrew P. Morris,Rosanda Mulić,Julius S. Ngwa,Mari Nelis,Mari Nelis,Matt Neville,Dale R. Nyholt,Christopher J. O'Donnell,Stephen O'Rahilly,Ken K. Ong,Ben A. Oostra,Guillaume Paré,Alex N. Parker,Markus Perola,Irene Pichler,Kirsi H. Pietilaeinen,Carl G. P. Platou,Ozren Polasek,Anneli Pouta,Suzanne Rafelt,Olli T. Raitakari,Nigel W. Rayner,Martin Ridderstråle,Winfried Rief,Aimo Ruokonen,Neil Robertson,Peter Rzehak,Veikko Salomaa,Alan R. Sanders,Manjinder S. Sandhu,Manjinder S. Sandhu,Serena Sanna,Jouko Saramies,Markku J. Savolainen,Susann Scherag,Sabine Schipf,Stefan Schreiber,Heribert Schunkert,Kaisa Silander,Juha Sinisalo,David S. Siscovick,Jan Smit,Nicole Soranzo,Nicole Soranzo,Ulla Sovio,Jonathan Stephens,Jonathan Stephens,Ida Surakka,Amy J. Swift,Mari-Liis Tammesoo,Jean-Claude Tardif,Jean-Claude Tardif,Maris Teder-Laving,Tanya M. Teslovich,John R. Thompson,John R. Thompson,Brian Thomson,Anke Toenjes,Tiinamaija Tuomi,Joyce B. J. van Meurs,Gert-Jan B. van Ommen,Vincent Vatin,Vincent Vatin,Jorma S. A. Viikari,Jorma S. A. Viikari,Sophie Visvikis-Siest,Veronique Vitart,Carla I. G. Vogel,Benjamin F. Voight,Lindsay L. Waite,Henri Wallaschofski,G. Bragi Walters,Elisabeth Widen,Susanna Wiegand,Sarah H. Wild,Gonneke Willemsen,Daniel R. Witte,Jacqueline C. M. Witteman,Jianfeng Xu,Qunyuan Zhang,Lina Zgaga,Andreas Ziegler,Paavo Zitting,John Beilby,I. Sadaf Farooqi,Johannes Hebebrand,Heikki V. Huikuri,Alan James,Mika Kaehoenen,Douglas F. Levinson,Fabio Macciardi,Fabio Macciardi,Markku S. Nieminen,Claes Ohlsson,Lyle J. Palmer,Paul M. Ridker,Paul M. Ridker,Michael Stumvoll,Jacques S. Beckmann,Heiner Boeing,Eric Boerwinkle,Dorret I. Boomsma,Mark J. Caulfield,Stephen J. Chanock,Francis S. Collins,L. Adrienne Cupples,George Davey Smith,Jeanette Erdmann,Philippe Froguel,Philippe Froguel,Philippe Froguel,Henrik Greonberg,Ulf Gyllensten,Per Hall,Torben Hansen,Tamara B. Harris,Andrew T. Hattersley,Richard B. Hayes,Joachim Heinrich,Frank B. Hu,Frank B. Hu,Kristian Hveem,Thomas Illig,Marjo-Riitta Järvelin,Marjo-Riitta Järvelin,Jaakko Kaprio,Fredrik Karpe,Kay-Tee Khaw,Lambertus A. Kiemeney,Heiko Krude,Markku Laakso,Debbie A Lawlor,Andres Metspalu,Patricia B. Munroe,Willem H. Ouwehand,Willem H. Ouwehand,Willem H. Ouwehand,Oluf Pedersen,Oluf Pedersen,Brenda W.J.H. Penninx,Brenda W.J.H. Penninx,Annette Peters,Peter P. Pramstaller,Thomas Quertermous,Thomas Reinehr,Aila Rissanen,Igor Rudan,Igor Rudan,Nilesh J. Samani,Peter Schwarz,Alan R. Shuldiner,Tim D. Spector,Jaakko Tuomilehto,Manuela Uda,André G. Uitterlinden,Timo T. Valle,Martin Wabitsch,Gerard Waeber,Nicholas J. Wareham,Hugh Watkins,James F. Wilson,Alan F. Wright,M. Carola Zillikens,Nilanjan Chatterjee,Steven A. McCarroll,Shaun Purcell,Eric E. Schadt,Peter M. Visscher,Themistocles L. Assimes,Ingrid B. Borecki,Panos Deloukas,Caroline S. Fox,Leif Groop,Talin Haritunians,David J. Hunter,David J. Hunter,Robert C. Kaplan,Karen L. Mohlke,Jeffrey R. O'Connell,Leena Peltonen,David Schlessinger,David P. Strachan,Cornelia M. van Duijn,H-Erich Wichmann,Timothy M. Frayling,Unnur Thorsteinsdottir,Unnur Thorsteinsdottir,Gonçalo R. Abecasis,Inês Barroso,Inês Barroso,Michael Boehnke,Kari Stefansson,Kari Stefansson,Kari E. North,Mark I. McCarthy,Joel N. Hirschhorn,Erik Ingelsson,Ruth J. F. Loos +413 more
TL;DR: Genetic loci associated with body mass index map near key hypothalamic regulators of energy balance, and one of these loci is near GIPR, an incretin receptor, which may provide new insights into human body weight regulation.
Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index
Elizabeth K. Speliotes,Cristen J. Willer,Sonja I. Berndt,Keri L. Monda,Gudmar Thorleifsson,Anne U. Jackson,H Lango Allen,Cecilia M. Lindgren,Jian'an Luan,Reedik Mägi,Joshua C. Randall,Sailaja Vedantam,Thomas W. Winkler,Lu Qi,Tsegaselassie Workalemahu,Iris M. Heid,Valgerdur Steinthorsdottir,Heather M. Stringham,Michael N. Weedon,Eleanor Wheeler,Andrew R. Wood,Teresa Ferreira,Robert J. Weyant,Ayellet V. Segrè,K. Estrada,Liming Liang,James Nemesh,Ju-Hyun Park,Stefan Gustafsson,Tuomas O. Kilpeläinen,Jian Yang,Nabila Bouatia-Naji,Tõnu Esko,Mary F. Feitosa,Zoltán Kutalik,Massimo Mangino,Soumya Raychaudhuri,André Scherag,Albert V. Smith,Ryan P. Welch,Jing Hua Zhao,Katja K.H. Aben,Devin Absher,Najaf Amin,Anna L. Dixon,Eva Fisher,Nicole L. Glazer,Michael E. Goddard,Nancy L. Heard-Costa,Volker Hoesel,Jouke-Jan Hottenga,Åsa Johansson,Toby Johnson,Shamika Ketkar,Claudia Lamina,Shengxu Li,MF Moffatt,Richard H. Myers,Narisu Narisu,John R. B. Perry,Maire Peters,Michael Preuss,Samuli Ripatti,Fernando Rivadeneira,Camilla H. Sandholt,Laura J. Scott,Nicholas J. Timpson,Jonathan Tyrer,S. van Wingerden,Richard M. Watanabe,Charles L. White,Fredrik Wiklund,Cristina Barlassina,Daniel I. Chasman,Mark E. Cooper,John-Olov Jansson,Robert W. Lawrence,Niina Pellikka,Inga Prokopenko,Jianxin Shi,Elisabeth Thiering,Helene Alavere,Maria Teresa Sciarrone Alibrandi,Peter Almgren,Andreas Arnold,Thor Aspelund,Larry D. Atwood,Beverley Balkau,Anthony J. Balmforth,Amanda J. Bennett,Yoav Ben-Shlomo,Richard N. Bergman,Sven Bergmann,Heike Biebermann,Alexandra I. F. Blakemore,Tanja Boes,Lori L. Bonnycastle,Stefan R. Bornstein,Michael Brown,Thomas A. Buchanan,Fabio Busonero,Harry Campbell,Francesco P. Cappuccio,Christine Cavalcanti-Proença,Y. D. Chen,C. M. Chen,Peter S. Chines,Robert Clarke,Lachlan J. M. Coin,John M. C. Connell,Ian N.M. Day,M. den Heijer,Jubao Duan,Shah Ebrahim,Paul Elliott,Roberto Elosua,G. Eiriksdottir,Mike Erdos,Johan G. Eriksson,Maurizio Facheris,Stephan B. Felix,Pamela Fischer-Posovszky,Aaron R. Folsom,Nele Friedrich,Nelson B. Freimer,Mao Fu,Stéphane Gaget,Pablo V. Gejman,Eco J. C. de Geus,Christian Gieger,Anette P. Gjesing,Anuj Goel,Philippe Goyette,Harald Grallert,Jürgen Grässler,Danielle M. Greenawalt,C J Groves,Vilmundur Gudnason,Candace Guiducci,A.-L. Hartikainen,N Hassanali,Alistair S. Hall,Aki S. Havulinna,Caroline Hayward,Andrew C. Heath,Christian Hengstenberg,Andrew A. Hicks,Anke Hinney,Albert Hofman,G. Homuth,Jennie Hui,Wilmar Igl,Carlos Iribarren,Bo Isomaa,Kevin B. Jacobs,Ivonne Jarick,Elizabeth S. Jewell,Ulrich John,Torben Jørgensen,P. Jousilahti,A. Jula,Marika Kaakinen,Eero Kajantie,Lee M. Kaplan,Sekar Kathiresan,Johannes Kettunen,Leena Kinnunen,Joshua W. Knowles,Ivana Kolcic,Inke R. König,Seppo Koskinen,Peter Kovacs,Johanna Kuusisto,Peter Kraft,Kirsti Kvaløy,Jaana Laitinen,Olivier Lantieri,Chiara Lanzani,Lenore J. Launer,Cécile Lecoeur,Terho Lehtimäki,Guillaume Lettre,Jianjun Liu,Marja-Liisa Lokki,Mattias Lorentzon,Robert Luben,Barbara Ludwig,Paolo Manunta,Diana Marek,Michel Marre,Nicholas G. Martin,Wendy L. McArdle,Alun D. McCarthy,Barbara McKnight,Thomas Meitinger,Olle Melander,David Meyre,Kristian Midthjell,Grant W. Montgomery,M. A. Morken,Andrew P. Morris,Rosanda Mulić,Julius S. Ngwa,Mari Nelis,Matt Neville,Dale R. Nyholt,Christopher J. O'Donnell,Stephen O'Rahilly,Ken K. Ong,Ben A. Oostra,Guillaume Paré,Alex N. Parker,Markus Perola,Irene Pichler,Kirsi H. Pietiläinen,Carl Platou,Ozren Polasek,A Pouta,Suzanne Rafelt,Olli T. Raitakari,Nigel W. Rayner,Martin Ridderstråle,Winfried Rief,Aimo Ruokonen,Neil R. Robertson,Peter Rzehak,Veikko Salomaa,Alan R. Sanders,Manjinder S. Sandhu,Serena Sanna,Jouko Saramies,Markku J. Savolainen,S. Scherag,Sabine Schipf,Stefan Schreiber,Heribert Schunkert,Kaisa Silander,Juha Sinisalo,David S. Siscovick,J.H. Smit,Nicole Soranzo,Ulla Sovio,J. Stephens,Ida Surakka,Amy J. Swift,M. L. Tammesoo,Jean-Claude Tardif,Maris Teder-Laving,Tanya M. Teslovich,John R. Thompson,Brian Thomson,A Tönjes,Tiinamaija Tuomi,J.B. van Meurs,G.J.B. van Ommen,Vincent Vatin,Jorma Viikari,Sophie Visvikis-Siest,Veronique Vitart,Charlotte Vogel,Benjamin F. Voight,Lindsay L. Waite,Henri Wallaschofski,G B Walters,E. Widen,Susanna Wiegand,Sarah H. Wild,Gonneke Willemsen,Daniel R. Witte,Jacqueline C. M. Witteman,Jianfeng Xu,Qunyuan Zhang,Lina Zgaga,Andreas Ziegler,P. Zitting,John Beilby,I S Farooqi,Johannes Hebebrand,Heikki V. Huikuri,Alan L. James,Mika Kähönen,Douglas F. Levinson,Fabio Macciardi,Markku S. Nieminen,Claes Ohlsson,Lyle J. Palmer,Paul M. Ridker,Michael Stumvoll,Jacques S. Beckmann,H. Boeing,Eric Boerwinkle,Dorret I. Boomsma,Mark J. Caulfield,Stephen J. Chanock,Francis S. Collins,L. A. Cupples,George Davey Smith,Jeanette Erdmann,Philippe Froguel,Henrik Grönberg,Ulf Gyllensten,Per Hall,Torben Hansen,Tamara B. Harris,Andrew T. Hattersley,Richard B. Hayes,Joachim Heinrich,Frank B. Hu,Kristian Hveem,Thomas Illig,Marjo-Riitta Järvelin,Jaakko Kaprio,Fredrik Karpe,Kay-Tee Khaw,Lambertus A. Kiemeney,Heiko Krude,Markku Laakso,Debbie A Lawlor,Andres Metspalu,Patricia B. Munroe,Willem H. Ouwehand,Oluf Pedersen,Brenda W.J.H. Penninx,Annette Peters,Peter P. Pramstaller,Thomas Quertermous,Thomas Reinehr,A. Rissanen,Igor Rudan,Nilesh J. Samani,Peter Schwarz,Alan R. Shuldiner,Tim D. Spector,Jaakko Tuomilehto,Manuela Uda,André G. Uitterlinden,Valle Tt,Martin Wabitsch,G. Waeber,Nicholas J. Wareham,Hugh Watkins,James F. Wilson,Alan F. Wright,M. C. Zillikens,Nilanjan Chatterjee,Steven A. McCarroll,Shaun Purcell,Eric E. Schadt,Peter M. Visscher,Themistocles L. Assimes,Ingrid B. Borecki,Panos Deloukas,Caroline S. Fox,Leif Groop,Talin Haritunians,David J. Hunter,Robert C. Kaplan,Karen L. Mohlke,Jeffrey R. O'Connell,Leena Peltonen,David Schlessinger,David P. Strachan,C M van Duijn,H. E. Wichmann,Timothy M. Frayling,Unnur Thorsteinsdottir,Gonçalo R. Abecasis,Inês Barroso,Michael Boehnke,Kari Stefansson,Kari E. North,Mark I. McCarthy,Joel N. Hirschhorn,Erik Ingelsson,Ruth J. F. Loos +374 more
TL;DR: 18 new loci associated with body mass index are identified, one of which includes a copy number variant near GPRC5B, and genes in other newly associated loci may provide new insights into human body weight regulation.
Journal ArticleDOI
Meta-analysis of genome-wide association studies for height and body mass index in ∼700000 individuals of European ancestry
Loic Yengo,Julia Sidorenko,Julia Sidorenko,Kathryn E. Kemper,Zhili Zheng,Andrew R. Wood,Michael N. Weedon,Timothy M. Frayling,Joel N. Hirschhorn,Jian Yang,Peter M. Visscher +10 more
TL;DR: This study demonstrates that, as previously predicted, increasing GWAS sample sizes continues to deliver, by the discovery of new loci, increasing prediction accuracy and providing additional data to achieve deeper insight into complex trait biology.
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